Zhenfeng Zhuang
6 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(15)
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
whole slide image
(3)
graph neural network
(2)
multiple instance learning
(2)
multi-instance learning
(1)
self-supervised learning
(1)
medical imaging
(1)
survival analysis
(1)
generative model
(1)
diffusion model
(1)
vision-language model
(1)
pseudo label
(1)
unsupervised anomaly detection
(1)
counterfactual inference
(1)
bag-level classification
(1)
few-shot classification
(1)
frequency decomposition
(1)
histopathology image
(1)
semantic disentangling
(1)
brain mri
(1)
bag-level prediction
(1)
Papers
FDP: A Frequency-Decomposition Preprocessing Pipeline for Unsupervised Anomaly Detection in Brain MRI
AAAI 2026
Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification
AAAI 2026
C2MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis
ICCV 2025
Dynamic Entity-Masked Graph Diffusion Model for Histopathology Image Representation Learning
AAAI 2025
Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference
AAAI 2024
ORCGT: Ollivier-Ricci Curvature-based Graph Model for Lung STAS Prediction
MICCAI 2024